Mobile · AR · Desktop · AI - Real Humans, Real Conditions

You've Built
Something Real.
Don't Let Launch Day
Be the Test.

Your team has poured months into this. The last thing you need is for strangers on the internet to find your bugs before you do. Hidden Insight Labs puts independent human analysts inside your product - before it ships.

Our network - coordinating evaluations across time zones and devices
Jordan M. 🇺🇸 USA · iPhone 15 Pro
Hana T. 🇯🇵 Japan · Galaxy S24
Carlos R. 🇲🇽 Mexico · Pixel 8
Priya S. 🇮🇳 India · OnePlus 12
Oliver W. 🇬🇧 UK · MacBook Pro
Aisha K. 🇳🇬 Nigeria · Samsung A54
Lena B. 🇩🇪 Germany · Surface Pro
Marco F. 🇮🇹 Italy · iPad Air
Sophie L. 🇫🇷 France · iPhone 14
Dmitri V. 🇺🇦 Ukraine · Windows PC
Yuki N. 🇯🇵 Japan · MacBook Air
Amara D. 🇰🇪 Kenya · Tecno Camon
Chen W. 🇹🇼 Taiwan · ASUS ZenBook
Fatima A. 🇸🇦 Saudi Arabia · Galaxy Tab
Ryan O. 🇨🇦 Canada · Pixel 7a
Ingrid H. 🇸🇪 Sweden · Sony Xperia
Marcus T. 🇺🇸 USA · Windows 11 PC
Lucia G. 🇧🇷 Brazil · Motorola Edge
Kofi A. 🇬🇭 Ghana · Infinix Hot
Min-ji P. 🇰🇷 Korea · Galaxy Fold
Tariq M. 🇦🇪 UAE · iPhone 15 Pro · ARKit
Zoe B. 🇦🇺 Australia · iPad Pro · LiDAR
Sven L. 🇳🇱 Netherlands · Meta Quest 3
Jordan M. 🇺🇸 USA · iPhone 15 Pro
Hana T. 🇯🇵 Japan · Galaxy S24
Carlos R. 🇲🇽 Mexico · Pixel 8
Priya S. 🇮🇳 India · OnePlus 12
Oliver W. 🇬🇧 UK · MacBook Pro
Aisha K. 🇳🇬 Nigeria · Samsung A54
Lena B. 🇩🇪 Germany · Surface Pro
Marco F. 🇮🇹 Italy · iPad Air
Sophie L. 🇫🇷 France · iPhone 14
Dmitri V. 🇺🇦 Ukraine · Windows PC
Yuki N. 🇯🇵 Japan · MacBook Air
Amara D. 🇰🇪 Kenya · Tecno Camon
Chen W. 🇹🇼 Taiwan · ASUS ZenBook
Fatima A. 🇸🇦 Saudi Arabia · Galaxy Tab
Ryan O. 🇨🇦 Canada · Pixel 7a
Ingrid H. 🇸🇪 Sweden · Sony Xperia
Marcus T. 🇺🇸 USA · Windows 11 PC
Lucia G. 🇧🇷 Brazil · Motorola Edge
Kofi A. 🇬🇭 Ghana · Infinix Hot
Min-ji P. 🇰🇷 Korea · Galaxy Fold
Tariq M. 🇦🇪 UAE · iPhone 15 Pro · ARKit
Zoe B. 🇦🇺 Australia · iPad Pro · LiDAR
Sven L. 🇳🇱 Netherlands · Meta Quest 3
Global
Distributed evaluation network
Coordinators and analysts working across time zones and device types - approaching your product the way a real user does.
Every
platform
Mobile · AR · Desktop · AI
We test in the environments your users actually inhabit - not a controlled lab that looks nothing like the real world.
3 bad
reviews
Is all it takes to completely change the story
App store ratings don't forgive first impressions. Neither do journalists, streamers, or early adopters.
Found
1st by us
Not by your users
That's the only difference between a confident launch and a crisis update on day one.

Your Team Is Too Good
at Knowing Your Product.

That sounds like a strength. In testing, it's a liability. The more your team understands how something works, the less they can experience it as a stranger would. They skip the confusion. They fill in the gaps. They know which button to press. Your users don't.

Tester Network - Global. Diverse. Robust.

Real devices, real conditions - mobile, tablet, desktop, legacy hardware, AR-capable hardware. The long tail your QA lab doesn't cover.

No shared assumptions - our analysts don't know your roadmap, your intent, or your workarounds. They only know what's in front of them. That's the point.

Fresh eyes, not scripts - analysts bring genuine curiosity and explore freely, the way a real user would. What comes back isn't a list of complaints. It's a prioritised, actionable report.

If You're Shipping Software,
You Have Something to Lose.

We work with founders, producers, leads, and CTOs - anyone who knows that a bad launch isn't just a bad day. It's a bad quarter.

The teams we work with are talented. They've done their internal testing. They care deeply about quality. And they still want someone outside the building to look at what they've built - because they know how much is at stake.

We're not here to replace your QA process. We're the independent layer that catches what proximity makes invisible - and turns it into something your team can actually act on.

Game Studios

A 1-star review that says "constant crashes on Android" lives on your store page forever. We find those crashes first - across the hardware combinations you didn't think to test.

Augmented Reality

AR breaks in ways a desk test can't predict - wrong lighting, cluttered backgrounds, outdoor glare, different room sizes. We deploy analysts into those real conditions, because that's where your users will be.

Spatial · LiDAR · ARKit · ARCore

AI-Enabled Products

AI systems surface unexpected behaviours under real-world usage patterns that no benchmark anticipates. We map those edges before your users encounter them and share them with you first.

Software Platforms

Major releases carry the weight of everything you've built. Independent eyes give you the confidence to ship - or the warning to make changes. Either way, you're better off knowing.

Simple to Start.
Serious When It Matters.

STEP 01

Tell Us What You're Worried About

You know your product better than anyone. You also know which parts make you nervous. We start there - a focused conversation about your release, your risk areas, and what kind of users we should be recruiting to test it.

STEP 02

We Put Perfect or Imperfect People into Tests on Your Product

We recruit from our analyst network - matching device profile, experience level, and region to your actual target audience. They use your software the way real users do: imperfectly, unpredictably, and without reading the manual, unless you need the opposite.

STEP 03

You Get a Report You Can Actually Use

Not a spreadsheet of complaints. A structured, prioritised insight report - friction points ranked by severity, supported by tester quotes, completion data, and specific recommendations. Your developers know exactly what to fix first.

This Is What
We Actually Deliver.

We don't ask you to take our word for it. These are real-format sample reports - written exactly as we'd write them for a paying client, with fictional product details. Read them before you decide. That's the point.

See how we document friction points, how we rank severity, how we surface patterns across testers, and - in the Small Evaluation - how we verify that fixes actually worked.

Sample Report - Pilot
Pilot Evaluation
Pilot Insight Report

Not sure what you'd get? This sample shows exactly how a Pilot reads - the friction map, the tester panel, the quotes, the severity rankings, and five prioritised recommendations ready for your dev team.

Panel Size 5 testers
Turnaround ~48 hours
Issues Found 7 friction points
Flow Completion 60%
Read Sample Report
Sample Report - Small Evaluation
Small Evaluation · 2-Pass
Small Evaluation Report

This sample shows what happens when you go deeper - 21 testers, two testing passes, and verified proof that the fixes worked. Completion rate lifted from 57% to 86% between passes. This is what informed shipping looks like.

Panel Size 21 testers (2 passes)
Duration ~1 week
Issues Found 16 → 6 remaining
Completion Lift 57% → 86%
Read Sample Report

Thinking About
Software Quality.

Articles on the testing challenges that matter most - AI-driven products, AR experiences, indie launches, global markets, and what it takes to ship with confidence.

AI · Personalisation · Featured
The Testing Problem That Comes With AI Personalisation at Scale

When every user sees a different experience, traditional QA breaks down. Apps like Duolingo have made a serious bet on AI-driven adaptive learning - and it creates a quality challenge the industry hasn't fully confronted yet.

Read article
Also in this article
Why automated testing can't verify experience quality
The five challenges AI personalisation creates for QA
A framework for testing adaptive products at any scale
AI · Reliability
Why AI Products Fail in the Real World - and How to Test Before They Do

AI-enabled software breaks in ways that traditional QA wasn't designed to catch. Distribution shift, confident wrong outputs, interaction-dependent failures - here's the testing gap and how to close it.

Read article
Global Markets · Device Diversity
Why Your Software Needs to Be Tested Where Most of Your Users Actually Are

The majority of the world's smartphone users are in Africa, Southeast Asia, Latin America, and South Asia - on hardware and networks that most development teams never test against.

Read article
Augmented Reality
Why Augmented Reality Apps Are So Hard to Test - and What Actually Works

An AR app that works perfectly in your studio can fail completely in a user's living room. The environment is the experience - and you can't test it from a desk.

Read article
Indie Game Development
The Indie Studio Launch Risk Nobody Talks About

You know your game too well to see it the way a stranger does. Here's what launch-day risk actually looks like for indie studios - and what to do about it before it's too late.

Read article

Start Small.
Go as Deep as You Need.

Most clients begin with a Pilot to see what we find. Many come back for more. The engagement tier is your call - we'll tell you honestly what level of coverage your release warrants. Every tier includes a results walkthrough meeting.

New Client Offer
Pilot

Pilot Evaluation

$300
Delivery: ~48 hours
Standard price: $1,500
80% off - one per company
This offer exists because we believe the best way to earn your trust is to show you what we find.
Purchase Pilot - $300

  • One end-to-end user goal - such as signing up, completing a purchase, or creating a profile
  • Small tester sample
  • Summary of key findings
  • Results walkthrough meeting included
This is a one-time software evaluation service. No physical goods are shipped. Results are delivered digitally within 48 hours.
Essentials

Essentials

$1,500
Delivery: ~48 hours

  • One end-to-end user goal - such as signing up, completing a purchase, or creating a profile
  • Small tester sample
  • Summary of key findings
  • Results walkthrough meeting included
Focused

Focused

$3,500
Delivery: ~1 week · ~15 testers

  • Up to three end-to-end user goals - e.g. account creation, core feature usage, and checkout
  • 15-25 testers across devices & OS combinations
  • Structured bug report with severity ratings
  • Top 3 prioritised risks with recommendations
  • Results walkthrough meeting included
Standard

Standard

$7,000+
Delivery: ~1 week · ~25 testers

  • Diverse testers across devices & environments
  • Focused feature or workflow evaluation
  • Structured risk analysis
  • Detailed technical report
  • Results walkthrough meeting included
Comprehensive

Comprehensive

$30,000+
Delivery: 2-4 weeks · ~50 testers

  • Broad tester coverage across user perspectives
  • Detailed technical report
  • Edge-case discovery & risk prioritisation
  • Executive-ready reporting
  • Results walkthrough meeting included
Enterprise

Enterprise

Custom
Delivery: 6-8 weeks · Panel size by scope

  • Large-scale testing across device & OS combinations
  • Extensive system behaviour analysis
  • Executive-ready reporting
  • Dedicated point of contact
  • Results walkthrough meeting included
Add-ons
Add-on

Raw Session Recordings

From $600
Pricing scales with number of testers

  • Full unedited tester session recordings with audio
  • Testers narrate their experience in real time
  • Delivered via time-limited download link
  • Available on all tiers
Add-on

Hosted Focus Group

$1,200
 

  • Testers meet together, facilitated by Hidden Insight Labs
  • Surfaces consensus issues and conflicting experiences
  • 60–90 minute facilitated session
  • Full recording with timestamped highlight notes
  • Can be combined with raw session recordings
  • Available on all tiers
Note: The Pilot Evaluation is a one-time introductory offer, available once per company. If you're returning for another engagement, the Essentials tier reflects the standard Pilot price.

Your Launch Is
Coming.
Let's Make Sure
You're Ready.

Tell us what you're building and when you're shipping. We'll come back within one business day with an honest view of what scope makes sense - and what we'd expect to find.

We don't need access to your codebase, your repo, or your infrastructure. Just your product.
You can start for $300 and scale from there. Most teams that try us come back.
Every report is written for humans - not a spreadsheet dump. Your team will know exactly what to fix and why.
We've tested mobile games, AR apps, AI tools, and enterprise platforms. If real users will use it, we can evaluate it.
Business Information
Hidden Insight Labs
Operated from Japan by システムレンズ評価
All services are delivered digitally.
No physical goods are shipped.

We respond within one business day. Your details are never shared.

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